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Laura Leal-Taixé
Laura Leal-Taixé
Senior Research Manager at NVIDIA. Prev. Prof. TU Munich
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MOT16: A benchmark for multi-object tracking
A Milan, L Leal-Taixé, I Reid, S Roth, K Schindler
arXiv preprint arXiv:1603.00831, 2016
17492016
Motchallenge 2015: Towards a benchmark for multi-target tracking
L Leal-Taixé, A Milan, I Reid, S Roth, K Schindler
arXiv preprint arXiv:1504.01942, 2015
9762015
One-shot video object segmentation
S Caelles, KK Maninis, J Pont-Tuset, L Leal-Taixé, D Cremers, ...
Proceedings of the IEEE conference on computer vision and pattern ¡¦, 2017
9752017
Tracking without bells and whistles
P Bergmann, T Meinhardt, L Leal-Taixe
International Conference on Computer Vision (ICCV), 2019
8852019
Image-based localization using LSTMs for structured feature correlation
F Walch, C Hazirbas, L Leal-Taixé, T Sattler, S Hilsenbeck, D Cremers
International Conference on Computer Vision (ICCV), 2017
5152017
Learning by tracking: Siamese CNN for robust target association
L Leal-Taixé, C Canton-Ferrer, K Schindler
Proceedings of the IEEE conference on computer vision and pattern ¡¦, 2016
5072016
Trackformer: Multi-object tracking with transformers
T Meinhardt, A Kirillov, L Leal-Taixe, C Feichtenhofer
Proceedings of the IEEE/CVF conference on computer vision and pattern ¡¦, 2022
4672022
Mot20: A benchmark for multi object tracking in crowded scenes
P Dendorfer, H Rezatofighi, A Milan, J Shi, D Cremers, I Reid, S Roth, ...
arXiv preprint arXiv:2003.09003, 2020
4612020
Learning a Neural Solver for Multiple Object Tracking
G Brasó, L Leal-Taixé
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
3712020
Video object segmentation without temporal information
KK Maninis, S Caelles, Y Chen, J Pont-Tuset, L Leal-Taixé, D Cremers, ...
IEEE transactions on pattern analysis and machine intelligence 41 (6), 1515-1530, 2018
3372018
Hota: A higher order metric for evaluating multi-object tracking
J Luiten, A Osep, P Dendorfer, P Torr, A Geiger, L Leal-Taixé, B Leibe
International journal of computer vision 129, 548-578, 2021
3302021
Understanding the Limitations of CNN-based Absolute Camera Pose Regression
T Sattler, Q Zhou, M Pollefeys, L Leal-Taixe
Conference on Computer Vision and Pattern Recognition (CVPR), 3302-3312, 2019
3212019
Learning an image-based motion context for multiple people tracking
L Leal-Taixé, M Fenzi, A Kuznetsova, B Rosenhahn, S Savarese
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
2732014
Everybody needs somebody: Modeling social and grouping behavior on a linear programming multiple people tracker
L Leal-Taixé, G Pons-Moll, B Rosenhahn
Computer Vision Workshops (ICCV Workshops), 2011 IEEE International ¡¦, 2011
2482011
Joint Tracking and Segmentation of Multiple Targets
A Milan, L Leal-Taixé, K Schindler, I Reid
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
2172015
How To Train Your Deep Multi-Object Tracker
Y Xu, A Osep, Y Ban, R Horaud, L Leal-Taixé, X Alameda-Pineda
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
1962020
Fusion of head and full-body detectors for multi-object tracking
R Henschel, L Leal-Taixé, D Cremers, B Rosenhahn
Proceedings of the IEEE conference on computer vision and pattern ¡¦, 2018
1712018
Real-time sign language recognition using a consumer depth camera
A Kuznetsova, L Leal-Taixé, B Rosenhahn
IEEE International Conference on Computer Vision Workshops (ICCVW), 3rd ¡¦, 2013
1622013
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos
A Athar, S Mahadevan, A Ošep, L Leal-Taixé, B Leibe
European Conference on Computer Vision (ECCV), 2020
1592020
Motchallenge: A benchmark for single-camera multiple target tracking
P Dendorfer, A Osep, A Milan, K Schindler, D Cremers, I Reid, S Roth, ...
International Journal of Computer Vision 129, 845-881, 2021
1502021
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